Strategic philanthropists, big bettors, and effective altruists all lionize the ability to measure problem-solving strategies. But what exactly do they think they are observing when they diagnose a problem? What gives them the confidence to pursue the root cause they think they see? Why privilege one strategy when there are many others at hand?